{"id":"W2003546845","doi":"10.2147/cia.s73563","title":"Voluntary cognitive screening: characteristics of participants in an Asian setting","year":2015,"lang":"en","type":"article","venue":"Clinical Interventions in Aging","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Dementia; Cognition; Depression (economics); Population; Malay; Cohort; Montreal Cognitive Assessment; Cognitive decline; Gerontology; Demography; Psychiatry; Cognitive impairment; Internal medicine; Environmental health","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009368928,0.0002038549,0.0002622686,0.0007516873,0.0007531809,0.0006699829,0.0004171575,0.0004145777,0.001301688],"category_scores_gemma":[0.002223181,0.0001934467,0.0003481796,0.001209473,0.0003580802,0.0005118676,0.0006497616,0.0003944146,0.0003448639],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000356325,"about_ca_system_score_gemma":0.0008484142,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0125224,"about_ca_topic_score_gemma":0.01191422,"domain_scores_codex":[0.9994869,0.00009409334,0.00007629328,0.00009918808,0.0001229318,0.0001204952],"domain_scores_gemma":[0.9986785,0.0001279938,0.0005141876,0.00005792809,0.0002170867,0.0004043803],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007210988,0.00008356601,0.9974654,0.00001436609,0.00001233657,0.0001771346,0.0007734668,0.00001007437,0.0003041582,0.000009084462,0.00007054655,0.001007817],"study_design_scores_gemma":[0.000004136994,0.0001392987,0.9969444,0.00001050639,0.000009645915,0.0003575779,0.002282547,0.00005811171,0.00004532591,0.00001126731,0.0001324543,0.000004795391],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992493,0.00005236941,0.0000343777,0.0000369511,0.000003126132,0.00002086826,0.0001991452,0.000001914844,0.0004020749],"genre_scores_gemma":[0.9995003,0.00003878942,0.00004750942,0.00004599417,0.000003697091,0.00003148605,0.0002130252,0.000001516956,0.0001176554],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0125224,"threshold_uncertainty_score":0.02489901,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3243394439083524,"score_gpt":0.5372589370281194,"score_spread":0.212919493119767,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}